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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Microbiol.</journal-id>
<journal-title>Frontiers in Microbiology</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Microbiol.</abbrev-journal-title>
<issn pub-type="epub">1664-302X</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fmicb.2022.1073243</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Microbiology</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Engineering of <italic>Burkholderia thailandensis</italic> strain E264 serves as a chassis for expression of complex specialized metabolites</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author"><name><surname>Wang</surname><given-names>Zong-Jie</given-names></name>
<xref rid="aff1" ref-type="aff"><sup>1</sup></xref>
<xref rid="fn0001" ref-type="author-notes"><sup>&#x2020;</sup></xref>
<uri xlink:href="https://loop.frontiersin.org/people/2061403/overview"/>
</contrib>
<contrib contrib-type="author"><name><surname>Liu</surname><given-names>Xiaotong</given-names></name>
<xref rid="aff1" ref-type="aff"><sup>1</sup></xref>
<xref rid="fn0001" ref-type="author-notes"><sup>&#x2020;</sup></xref>
<uri xlink:href="https://loop.frontiersin.org/people/2071592/overview"/>
</contrib>
<contrib contrib-type="author"><name><surname>Zhou</surname><given-names>Haibo</given-names></name>
<xref rid="aff1" ref-type="aff"><sup>1</sup></xref>
<xref rid="fn0001" ref-type="author-notes"><sup>&#x2020;</sup></xref>
</contrib>
<contrib contrib-type="author"><name><surname>Liu</surname><given-names>Yang</given-names></name>
<xref rid="aff1" ref-type="aff"><sup>1</sup></xref>
</contrib>
<contrib contrib-type="author"><name><surname>Zhong</surname><given-names>Lin</given-names></name>
<xref rid="aff1" ref-type="aff"><sup>1</sup></xref>
<xref rid="aff2" ref-type="aff"><sup>2</sup></xref>
</contrib>
<contrib contrib-type="author"><name><surname>Wang</surname><given-names>Xue</given-names></name>
<xref rid="aff1" ref-type="aff"><sup>1</sup></xref>
</contrib>
<contrib contrib-type="author"><name><surname>Tu</surname><given-names>Qiang</given-names></name>
<xref rid="aff1" ref-type="aff"><sup>1</sup></xref>
<xref rid="aff2" ref-type="aff"><sup>2</sup></xref>
<uri xlink:href="https://loop.frontiersin.org/people/510355/overview"/>
</contrib>
<contrib contrib-type="author"><name><surname>Huo</surname><given-names>Liujie</given-names></name>
<xref rid="aff1" ref-type="aff"><sup>1</sup></xref>
<uri xlink:href="https://loop.frontiersin.org/people/2067934/overview"/>
</contrib>
<contrib contrib-type="author"><name><surname>Yan</surname><given-names>Fu</given-names></name>
<xref rid="aff1" ref-type="aff"><sup>1</sup></xref>
<uri xlink:href="https://loop.frontiersin.org/people/2000472/overview"/>
</contrib>
<contrib contrib-type="author"><name><surname>Gu</surname><given-names>Lichuan</given-names></name>
<xref rid="aff1" ref-type="aff"><sup>1</sup></xref>
<uri xlink:href="https://loop.frontiersin.org/people/312620/overview"/>
</contrib>
<contrib contrib-type="author"><name><surname>M&#x00FC;ller</surname><given-names>Rolf</given-names></name>
<xref rid="aff3" ref-type="aff"><sup>3</sup></xref>
</contrib>
<contrib contrib-type="author" corresp="yes"><name><surname>Zhang</surname><given-names>Youming</given-names></name>
<xref rid="aff1" ref-type="aff"><sup>1</sup></xref>
<xref rid="aff2" ref-type="aff"><sup>2</sup></xref>
<xref rid="c001" ref-type="corresp"><sup>&#x002A;</sup></xref>
<uri xlink:href="https://loop.frontiersin.org/people/277932/overview"/>
</contrib>
<contrib contrib-type="author" corresp="yes"><name><surname>Bian</surname><given-names>Xiaoying</given-names></name>
<xref rid="aff1" ref-type="aff"><sup>1</sup></xref>
<xref rid="c001" ref-type="corresp"><sup>&#x002A;</sup></xref>
<uri xlink:href="https://loop.frontiersin.org/people/480519/overview"/>
</contrib>
<contrib contrib-type="author" corresp="yes"><name><surname>Xu</surname><given-names>Xiaokun</given-names></name>
<xref rid="aff1" ref-type="aff"><sup>1</sup></xref>
<xref rid="c001" ref-type="corresp"><sup>&#x002A;</sup></xref>
<uri xlink:href="https://loop.frontiersin.org/people/2049166/overview"/>
</contrib>
</contrib-group>
<aff id="aff1"><sup>1</sup><institution>Helmholtz International Lab for Anti-infectives, Shandong University-Helmholtz Institute of Biotechnology, State Key Laboratory of Microbial Technology, Shandong University</institution>, <addr-line>Qingdao</addr-line>, <country>China</country></aff>
<aff id="aff2"><sup>2</sup><institution>CAS Key Laboratory of Quantitative Engineering Biology, Shenzhen Institute of Synthetic Biology, Shenzhen Institute of Advanced Technology, Chinese Academy of Sciences</institution>, <addr-line>Shenzhen</addr-line>, <country>China</country></aff>
<aff id="aff3"><sup>3</sup><institution>Department of Microbial Natural Products, Helmholtz Institute for Pharmaceutical Research, Helmholtz Centre for Infection Research and Department of Pharmacy at Saarland University</institution>, <addr-line>Saarbr&#x00FC;cken</addr-line>, <country>Germany</country></aff>
<author-notes>
<fn id="fn0002" fn-type="edited-by">
<p>Edited by: Dewu Zhang, Chinese Academy of Medical Sciences, China</p>
</fn>
<fn id="fn0003" fn-type="edited-by">
<p>Reviewed by: Xianpu Ni, Shenyang Pharmaceutical University, China; Xiao Liu, Beijing University of Chinese Medicine, China</p>
</fn>
<corresp id="c001">&#x002A;Correspondence: Youming Zhang, <email>zhangyouming@sdu.edu.cn</email>; Xiaoying Bian, <email>bianxiaoying@sdu.edu.cn</email>; Xiaokun Xu, <email>xuxiaokun313@163.com</email></corresp>
<fn id="fn0001" fn-type="equal">
<p><sup>&#x2020;</sup>These authors have contributed equally to this work</p>
</fn>
<fn id="fn0004" fn-type="other">
<p>This article was submitted to Microbial Physiology and Metabolism, a section of the journal Frontiers in Microbiology</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>17</day>
<month>11</month>
<year>2022</year>
</pub-date>
<pub-date pub-type="collection">
<year>2022</year>
</pub-date>
<volume>13</volume>
<elocation-id>1073243</elocation-id>
<history>
<date date-type="received">
<day>18</day>
<month>10</month>
<year>2022</year>
</date>
<date date-type="accepted">
<day>28</day>
<month>10</month>
<year>2022</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x00A9; 2022 Wang, Liu, Zhou, Liu, Zhong, Wang, Tu, Huo, Yan, Gu, M&#x00FC;ller, Zhang, Bian and Xu.</copyright-statement>
<copyright-year>2022</copyright-year>
<copyright-holder>Wang, Liu, Zhou, Liu, Zhong, Wang, Tu, Huo, Yan, Gu, M&#x00FC;ller, Zhang, Bian and Xu</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/">
<p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</p>
</license>
</permissions>
<abstract>
<p>Heterologous expression is an indispensable approach to exploiting natural products from phylogenetically diverse microbial communities. In this study, we constructed a heterologous expression system based on strain <italic>Burkholderia thailandensis</italic> E264 by deleting efflux pump genes and screening constitutive strong promoters. The biosynthetic gene cluster (BGC) of disorazol from <italic>Sorangium cellulosum</italic> So ce12 was expressed successfully with this host, and the yield of its product, disorazol F<sub>2</sub>, rather than A<sub>1</sub>, was improved to 38.3&#x2009;mg/L by promoter substitution and insertion. In addition to the disorazol gene cluster, the BGC of rhizoxin from <italic>Burkholderia rhizoxinica</italic> was also expressed efficiently, whereas no specific peak was detected when shuangdaolide BGC from <italic>Streptomyces</italic> sp. B59 was transformed into the host. This system provides another option to explore natural products from different phylogenetic taxa.</p>
</abstract>
<kwd-group>
<kwd><italic>Burkholderia</italic></kwd>
<kwd>chassis</kwd>
<kwd>heterologous expression</kwd>
<kwd>disorazol</kwd>
<kwd>rhizoxin</kwd>
</kwd-group>
<contract-num rid="cn1">32161133013</contract-num>
<contract-num rid="cn1">32070060</contract-num>
<contract-num rid="cn1">32100052</contract-num>
<contract-num rid="cn1">32170038</contract-num>
<contract-num rid="cn2">ZR2019JQ11</contract-num>
<contract-num rid="cn2">ZR2019ZD18</contract-num>
<contract-num rid="cn2">ZR2019ZD30</contract-num>
<contract-num rid="cn3">2020M682169</contract-num>
<contract-sponsor id="cn1">National Natural Science Foundation of China<named-content content-type="fundref-id">10.13039/501100001809</named-content>
</contract-sponsor>
<contract-sponsor id="cn2">Shandong Provincial Natural Science Foundation of China</contract-sponsor>
<contract-sponsor id="cn3">China Postdoctoral Science Foundation<named-content content-type="fundref-id">10.13039/501100002858</named-content>
</contract-sponsor>
<counts>
<fig-count count="4"/>
<table-count count="2"/>
<equation-count count="0"/>
<ref-count count="44"/>
<page-count count="10"/>
<word-count count="6367"/>
</counts>
</article-meta>
</front>
<body>
<sec id="sec1" sec-type="intro">
<title>Introduction</title>
<p>Natural products and their derivatives are important sources of new drugs (<xref ref-type="bibr" rid="ref29">Newman and Cragg, 2020</xref>). With the development of next-generation sequencing technologies, an increasing amount of genomic data is available in public databases, and bioinformatic analysis has indicated that most of them are unexplored (<xref ref-type="bibr" rid="ref33">Paoli et al., 2022</xref>). More than 99% of microbial organisms are currently unculturable (<xref ref-type="bibr" rid="ref32">Pace, 1997</xref>); therefore, exploiting these treasures has attracted the interest of researchers worldwide. Heterologous expression has been confirmed as an effective strategy for obtaining natural products from slow-growing or even unculturable organisms, as well as poorly explored organisms, due to the lack of efficient genetic manipulation tools (<xref ref-type="bibr" rid="ref18">Huo et al., 2019</xref>; <xref ref-type="bibr" rid="ref33">Paoli et al., 2022</xref>).</p>
<p>Disorazols are a class of macrocyclic polyketides discovered in the myxobacterial strain <italic>S. cellulosum</italic> So ce12 (<xref ref-type="bibr" rid="ref20">Jansen, 1994</xref>), and the flagship compound, disorazol A<sub>1</sub>, can inhibit the proliferation of different cancer cell lines at close to picomolar levels by interfering with microtubular dynamics (<xref ref-type="bibr" rid="ref12">Elnakady et al., 2004</xref>; <xref ref-type="bibr" rid="ref28">Menchon et al., 2018</xref>). The disorazol gene cluster was identified in So ce12 by transposon mutagenesis (<xref ref-type="bibr" rid="ref8">Carvalho et al., 2005</xref>; <xref ref-type="bibr" rid="ref22">Kopp et al., 2005</xref>). It is composed of four clustered genes (<italic>disABCD</italic>) and unidentified genes encoding tailoring enzymes responsible for epoxidation and methylation, which may lie outside of the biosynthetic gene cluster (BGC). Among them, <italic>disABC</italic> encode hybrid <italic>trans</italic>-AT PKS/NRPS megaenzymes, and <italic>disD</italic> encodes a separate protein that contains an acyl transferase domain and a possible oxidoreductase domain (<xref rid="fig1" ref-type="fig">Figure 1A</xref>). In our previous study, the disorazol BGC cloned in a bacterial artificial chromosome library was reconstructed by Red/ET-mediated recombineering (<xref ref-type="bibr" rid="ref44">Zhang et al., 1998</xref>) and expressed in the model myxobacterium <italic>Myxococcus xanthus</italic> DK1622, considering the difficulties of culture and genetic manipulation of the original producer (<xref ref-type="bibr" rid="ref38">Tu et al., 2016</xref>). However, this heterologous host grows relatively slowly and the yield remains quite low (&#x003C;1&#x2009;mg/L).</p>
<fig position="float" id="fig1">
<label>Figure 1</label>
<caption>
<p>Domain organization of the disorazole biosynthetic gene cluster from <italic>Sorangium cellulosum</italic> So ce12 <bold>(A)</bold>, and disorazol F<sub>2</sub> produced by E264&#x0394;BAC/<italic>dis</italic> <bold>(B)</bold>. KS: ketosynthase, AT: acyl transferase, green oval: acyl carrier protein (ACP), HC: condensation/heterocyclization, A: adenylation, purple oval: peptidyl carrier protein (PCP), OXY: oxygenase, KR: ketoreductase, DH: dehydratase, MT: C-methyltransferase, TE: thioesterase,</p>
</caption>
<graphic xlink:href="fmicb-13-1073243-g001.tif"/>
</fig>
<p>To overcome this problem, the strains from Burkholderiales with high GC content and abundant secondary metabolites (<xref ref-type="bibr" rid="ref23">Kunakom and Eust&#x00E1;quio, 2019</xref>) can be used to express the disorazol gene cluster, which was inspired by the success of employing <italic>Schlegelella brevitalea</italic> DSM 7029 (<xref ref-type="bibr" rid="ref37">Tang et al., 2019</xref>) as an efficient heterologous host to produce myxobacteria-derived epothilones, vioprolides and myxochelins (<xref ref-type="bibr" rid="ref3">Bian et al., 2017</xref>; <xref ref-type="bibr" rid="ref42">Yan et al., 2018</xref>; <xref ref-type="bibr" rid="ref26">Liu J. et al., 2021</xref>). <italic>Burkholderia thailandensis</italic> E264, isolated from rice fields in Thailand, is a low virulence member of genus <italic>Burkholderia</italic> compared with <italic>B. pseudomallei</italic>, and <italic>B. mallei</italic>. Although a few infection cases caused by <italic>B. thailandensis</italic> in immunocompromised patients were reported (<xref ref-type="bibr" rid="ref7">Brett et al., 1998</xref>; <xref ref-type="bibr" rid="ref16">Glass et al., 2006</xref>; <xref ref-type="bibr" rid="ref9">Chang et al., 2017</xref>), it is extensively studied as a model organism of the factors controlling virulence or as a producer of secondary metabolites, such as the metabolite bactobolin produced by a hybrid PKS-NRPS gene cluster (<xref ref-type="bibr" rid="ref11">Duerkop et al., 2009</xref>; <xref ref-type="bibr" rid="ref35">Seyedsayamdost et al., 2010</xref>), thailandamide biosynthesized through PKS (<xref ref-type="bibr" rid="ref30">Nguyen et al., 2008</xref>), and the acyldepsitripeptide histone deacetylase inhibitor burkholdac catalyzed by NRPS (<xref ref-type="bibr" rid="ref4">Biggins et al., 2011</xref>). Abundant secondary metabolites indicated that it could provide abundant substrates for expressing heterologous BGCs. In addition to possessing huge biosynthetic potential, strain E264 also has a fast growth rate, which makes it more suitable as a heterologous host (<xref ref-type="bibr" rid="ref27">Mao et al., 2017</xref>; <xref ref-type="bibr" rid="ref24">Liu et al., 2022</xref>). However, as a member of the genus <italic>Burkholderia</italic>, the intrinsic multidrug-resistance of the wild-type strain E264 makes genetic manipulation difficult, which partially results from the resistance-nodulation-division family efflux pumps (<xref ref-type="bibr" rid="ref6">Biot et al., 2011</xref>, <xref ref-type="bibr" rid="ref5">2013</xref>).</p>
<p>In this study, we first deleted multidrug-resistance genes and obtained several antibiotic-sensitive mutants. The native potent promoters in strain E264 were screened by transcriptome analysis and evaluated <italic>in vivo</italic> by cloning them into a promoterless luciferase reporter vector. Selected promoters were used to improve the yields of disorazol in this heterologous host. Finally, the heterologous expression system was used to express the gene clusters from other phylogenetic taxa. The BGC of rhizoxin cloned by Red/ET-mediated direct cloning (<xref ref-type="bibr" rid="ref14">Fu et al., 2012</xref>) was expressed successfully, whereas no specific peak was detected in the fermentation of the heterologous host containing shuangdaolide BGC cloned by direct cloning from <italic>Streptomyces</italic> sp. B59.</p>
</sec>
<sec id="sec2" sec-type="results">
<title>Results</title>
<sec id="sec3">
<title>Improved characteristics of engineered strain E264</title>
<p>During the course of expressing the disorazol gene cluster, <italic>B. thailandensis</italic> E264 showed better performance than the well-studied host DSM 7029 (<xref ref-type="bibr" rid="ref3">Bian et al., 2017</xref>; <xref ref-type="bibr" rid="ref42">Yan et al., 2018</xref>; <xref ref-type="bibr" rid="ref26">Liu J. et al., 2021</xref>) in terms of growth rate and production. To facilitate genetic manipulation, three efflux pumps in strain E264, AmrAB-OprA (abbreviated as A), BpeAB-OprB (B), and BpeEF-OprC (C) (<xref ref-type="bibr" rid="ref6">Biot et al., 2011</xref>, <xref ref-type="bibr" rid="ref5">2013</xref>), were inactivated by homologous recombination combined with <italic>pheS</italic> counterselection mediated seamless gene deletions (<xref ref-type="bibr" rid="ref2">Barrett et al., 2008</xref>), and mutants with one, two, or three pump knockouts were obtained. Antibiotic susceptibility determined by the disc diffusion test was shown in tables S4 and S5. For most antibiotics, the mutant with one pump knockout (E264&#x0394;A, E264&#x0394;B, or E264&#x0394;C) showed improved antibiotic sensitivity compared to the wild-type, suggesting that they are involved in multidrug resistance. Therefore, the mutant with three pump knockouts (E264&#x0394;BAC) was constructed and used to express gene clusters or characterize promoters in subsequent experiments.</p>
<p>Compared with the wild-type, E264&#x0394;BAC was more sensitive to the tested antibiotics, except ampicillin (<xref rid="fig2" ref-type="fig">Figure 2A</xref>, <xref rid="tab1" ref-type="table">Table 1</xref>). The minimum inhibitory concentrations (MIC) of the tested antibiotics against mutant E264&#x0394;BAC were much lower than the concentrations used to select transformants (<xref ref-type="supplementary-material" rid="SM1">Supplementary Table S6</xref>). The MIC value (&#x003C;7.5&#x2009;&#x03BC;g/ml) of kanamycin against the mutant was much lower than the concentration (300&#x2009;&#x03BC;g/ml) used to select transformants of the wild type (<xref ref-type="bibr" rid="ref21">Kang et al., 2011</xref>). The MIC values of tetracycline, chloramphenicol, and erythromycin are lower than 0.6, 1.9, and 3.1&#x2009;&#x03BC;g/ml, respectively. The antibiotic-sensitive mutant E264&#x0394;BAC facilitates the genetic engineering of this potential heterologous host with low-concentration antibiotics as a selectable marker. In addition, the growth rate of the mutant E264&#x0394;BAC was not affected by engineering, and the growth curve of the mutant was similar to that of the wild-type strain E264, except that the maximum OD600 was slightly lower (<xref rid="fig2" ref-type="fig">Figure 2B</xref>).</p>
<fig position="float" id="fig2">
<label>Figure 2</label>
<caption>
<p>Characteristics of engineered strain E264. <bold>(A)</bold> Antibiotic sensibility test of mutant E264&#x0394;BAC compared with wild-type strain E264. Kan, kanamycin 30&#x2009;&#x03BC;g/disc; Strep, streptomycin 10&#x2009;&#x03BC;g/disc; Ery, erythromycin 15&#x2009;&#x03BC;g/disc; Gen, gentamicin 10&#x2009;&#x03BC;g/disc. <bold>(B)</bold> Growth curves of both wild-type strain E264 and mutant E264&#x0394;BAC.</p>
</caption>
<graphic xlink:href="fmicb-13-1073243-g002.tif"/>
</fig>
<table-wrap position="float" id="tab1">
<label>Table 1</label>
<caption>
<p>The growth of mutant E264&#x0394;BAC under different concentration of antibiotics.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top">Antibiotics</th>
<th align="center" valign="top" colspan="6">Concentration/&#x03BC;g&#x2027;ml<sup>&#x2212;1</sup></th>
</tr>
<tr>
<th align="left" valign="top">Streptomycin</th>
<th align="center" valign="top">50</th>
<th align="center" valign="top">25</th>
<th align="center" valign="top">12.5</th>
<th align="center" valign="top">6.3</th>
<th align="center" valign="top">3.1</th>
<th align="center" valign="top">1.6</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="top" char=".">Gentamicin</td>
<td align="center" valign="top">10</td>
<td align="center" valign="top">5</td>
<td align="center" valign="top">2.5</td>
<td align="center" valign="top">1.3</td>
<td align="center" valign="top">0.6</td>
<td/>
</tr>
<tr>
<td align="left" valign="top" char=".">Tetracycline</td>
<td align="center" valign="top">10</td>
<td align="center" valign="top">5</td>
<td align="center" valign="top">2.5</td>
<td align="center" valign="top">1.3</td>
<td align="center" valign="top">0.6</td>
<td/>
</tr>
<tr>
<td align="left" valign="top" char=".">Apramycin</td>
<td align="center" valign="top">25</td>
<td align="center" valign="top">12.5</td>
<td align="center" valign="top">6.3</td>
<td align="center" valign="top">3.1</td>
<td align="center" valign="top">1.6</td>
<td align="center" valign="top">0.8</td>
</tr>
<tr>
<td align="left" valign="top" char=".">Kanamycin</td>
<td align="center" valign="top">30</td>
<td align="center" valign="top">15</td>
<td align="center" valign="top">7.5</td>
<td align="center" valign="top">3.8</td>
<td align="center" valign="top">1.9</td>
<td align="center" valign="top">0.9</td>
</tr>
<tr>
<td align="left" valign="top" char=".">Chloramphenicol</td>
<td align="center" valign="top">30</td>
<td align="center" valign="top">15</td>
<td align="center" valign="top">7.5</td>
<td align="center" valign="top">3.8</td>
<td align="center" valign="top">1.9</td>
<td align="center" valign="top">0.9</td>
</tr>
<tr>
<td align="left" valign="top" char=".">Erythromycin</td>
<td align="center" valign="top">25</td>
<td align="center" valign="top">12.5</td>
<td align="center" valign="top">6.3</td>
<td align="center" valign="top">3.1</td>
<td align="center" valign="top">1.6</td>
<td align="center" valign="top">0.8</td>
</tr>
<tr>
<td align="left" valign="top" char=".">Spectinomycin</td>
<td align="center" valign="top">100</td>
<td align="center" valign="top">50</td>
<td align="center" valign="top">25</td>
<td align="center" valign="top">12.5</td>
<td align="center" valign="top">6.3</td>
<td align="center" valign="top">3.1</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p>0.05&#x2009;&#x003C;&#x2009;OD600&#x2009;&#x003C;&#x2009;0.10.1&#x2009;&#x003C;&#x2009;OD600&#x2009;&#x003C;&#x2009;0.50.5&#x2009;&#x003C;&#x2009;OD600&#x2009;&#x003C;&#x2009;1.0OD600&#x2009;&#x003E;&#x2009;1.The grey shade represents the OD600 in different concentration of antibiotic.</p>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="sec4">
<title>Production of disorazol in E264&#x0394;BAC</title>
<p>After obtaining the mutant, the plasmid p15A-dis (<xref ref-type="supplementary-material" rid="SM1">Supplementary Figure S1</xref>; <xref ref-type="bibr" rid="ref38">Tu et al., 2016</xref>) was introduced into the mutant E264&#x0394;BAC <italic>via</italic> conjugation mediated by the donor strain <italic>Escherichia coli</italic> WM3064 (<xref ref-type="bibr" rid="ref10">Dehio and Meyer, 1997</xref>). A specific peak at <italic>m/z</italic> 729.4 was observed in the crude extract of the mutant with the disorazol gene cluster, and the area of the specific peak produced by mutant E264&#x0394;BAC was much higher than that of <italic>S. brevitalea</italic> DSM 7029, which we used for heterologous expression of <italic>cis</italic>-PKS-derived epothilone (<xref rid="fig1" ref-type="fig">Figure 1B</xref> and <xref ref-type="supplementary-material" rid="SM1">Supplementary Figure S2</xref>; <xref ref-type="bibr" rid="ref3">Bian et al., 2017</xref>), suggesting that E264 is more suitable for expressing this <italic>trans-</italic>AT PKS gene cluster. However, the molecular weight of the product (<bold>1</bold>) was different from that of disorazol A<sub>1</sub> (<xref rid="fig1" ref-type="fig">Figure 1B</xref>). The molecular formula of <bold>1</bold> was predicted to be C<sub>42</sub>H<sub>52</sub>N<sub>2</sub>O<sub>9</sub> based on HR-ESIMS (<italic>m/z</italic> 729.3773 [M&#x2009;+&#x2009;H]<sup>+</sup>, calcd 729.3746; <xref rid="fig1" ref-type="fig">Figure 1B</xref>), which is consistent with disorazol F<sub>2</sub>. Furthermore, the <sup>1</sup>H and <sup>13</sup>C NMR spectra of <bold>1</bold> confirmed that the product is disorazol F<sub>2</sub> (<bold>1</bold>) (<xref ref-type="supplementary-material" rid="SM1">Supplementary Table S7</xref>, <xref ref-type="supplementary-material" rid="SM1">Supplementary Figures S3 and S4</xref>; <xref ref-type="bibr" rid="ref20">Jansen, 1994</xref>). Compared to disorazol A<sub>1</sub>, the epoxide at C-9/C-10 in <bold>1</bold> was replaced by a double bond, and the hydroxyl group at C-6&#x2032; was not methylated (<xref rid="fig1" ref-type="fig">Figure 1A</xref>).</p>
<p>The heterologous expression of disorazol in a phylogenetically distant relative of the myxobacterial strain <italic>S. cellulosum</italic> could exclude the influence of homologous genes in the previously reported myxobacterial host <italic>M. xanthus</italic> DK1622 (<xref ref-type="bibr" rid="ref38">Tu et al., 2016</xref>) and facilitate the elucidation of its biosynthetic pathway. The <italic>orf9</italic> encoding a ubiquinone biosynthesis protein Coq4 is not necessary for disorazol production (<xref ref-type="bibr" rid="ref38">Tu et al., 2016</xref>). The product produced by the heterologous host <italic>B. thailandensis</italic> E264 is disorazol F<sub>2</sub> rather than A<sub>1</sub> or A<sub>2</sub> produced by original producer So ce12 or myxobacterial host DK1622, indicating that the epoxidation and methylation of disorazols may be catalyzed by enzymes encoded by genes located outside of the gene cluster. Another debate regarding disorazols is the installation of a hydroxyl group at C-6. Theoretically, the DH7 domain could catalyze the elimination of hydroxyl groups at C-6 and C-6&#x2032; and form symmetrical macrodiolide products; however, most natural disorazols are unsymmetrical owing to the presence of the hydroxyl group at C-6&#x2032;. The product obtained from E264&#x0394;BAC::Ptet-<italic>dis</italic> is disorazol F<sub>2</sub>, an unsymmetrical macrodiolide, which suggests that the hydroxyl group at C-6&#x2032; is not installed during post-PKS modification.</p>
</sec>
<sec id="sec5">
<title>Yield improvement of disorazol F<sub>2</sub></title>
<p>Initially, the yield of disorazol F<sub>2</sub> (<bold>1</bold>) was less than 0.4&#x2009;mg/L. To improve the yield of F<sub>2</sub> (<bold>1</bold>), we first characterized potent native promoters in E264. Fifty native promoters with high expression levels at different phases of growth in M9 broth were selected based on the data of transcriptome analysis. However, the data of transcriptome may be affected by sample processing procedures, such as liquid nitrogen freezing, we further characterized the promoters <italic>in vivo</italic> by a luciferase assay to obtain a series of potent constitutive promoters of E264 (<xref ref-type="supplementary-material" rid="SM1">Supplementary Figure S5</xref>, <xref ref-type="supplementary-material" rid="SM1">Supplementary Table S8</xref>; <xref ref-type="bibr" rid="ref31">Ouyang et al., 2020</xref>). To avoid possible positional effects, an <italic>attB</italic> site, the attachment site of site-specific recombination, was integrated into the locus of operon BpeEF-OprC, resulting in the mutant E264&#x0394;BAC::<italic>attB</italic>. The potent promoters P11 (promoter of a hypothetical protein), P17 (promoter of a radical SAM protein), P33 (promoter of a hypothetical protein), P35 (promoter of a peroxiredoxin), P44 (promoter of a membrane protein), and P46 (promoter of a DUF4148 domain-containing protein) were employed to promote the expression of the disorazol gene cluster, resulting in a significant increase in yield (<xref rid="fig3" ref-type="fig">Figure 3A</xref>). Among them, the optimal promoter, P46, resulted in an approximately 23-fold increase in the average yield of disorazol F<sub>2</sub> (<bold>1</bold>) to 9.3&#x2009;mg/L. Promoters P17 and P44 showed similar effects, which led to an obvious increase in yield to 7.5 and 8.6&#x2009;mg/L, respectively. Other promoters also improved the yields by 1.5-fold to 6.5-fold. To further improve the yield, promoters P46, P44, P17, and P46 were inserted upstream of genes <italic>disA</italic>, <italic>disB</italic>, <italic>disC</italic>, and <italic>disD</italic> using the RedEx method (<xref ref-type="supplementary-material" rid="SM1">Supplementary Figure S6</xref>; <xref ref-type="bibr" rid="ref36">Song et al., 2020</xref>), which generated mutants 1P (P46), 2P (P46&#x2009;+&#x2009;P44), 3P (P46&#x2009;+&#x2009;P44&#x2009;+&#x2009;P17), and 4P (P46&#x2009;+&#x2009;P44&#x2009;+&#x2009;P17&#x2009;+&#x2009;P46; <xref rid="fig3" ref-type="fig">Figure 3B</xref>). The yield of disorazol F<sub>2</sub> (<bold>1</bold>) showed a positive correlation with the number of promoters, which reached to 38.3&#x2009;mg/L in mutant 4P-<italic>dis</italic>, 96-fold higher than that of E264&#x0394;BAC::Ptet-<italic>dis</italic>. The significantly improved efficiency of heterologous expression encouraged us to express BGCs from other phylogenetical taxa.</p>
<fig position="float" id="fig3">
<label>Figure 3</label>
<caption>
<p>The yield of disorazol F<sub>2</sub> produced by E264&#x0394;BAC with different promoter strategies. <bold>(A)</bold> The yields of F<sub>2</sub> (<bold>1</bold>) in E264&#x0394;BAC::attB/dis from cluster expression promoted by different promoters (Px). <bold>(B)</bold> The yields of F<sub>2</sub> (<bold>1</bold>) in E264&#x0394;BAC::attB/dis driven by different numbers of promoters.</p>
</caption>
<graphic xlink:href="fmicb-13-1073243-g003.tif"/>
</fig>
</sec>
<sec id="sec6">
<title>Expression of BGCs from other phylogenetical taxa</title>
<p>In addition to the gene cluster from myxabacteria, the BGCs of rhizoxin (rhi) from <italic>Burkholderia rhizoxinica</italic> (<xref ref-type="bibr" rid="ref34">Partida-Martinez and Hertweck, 2007</xref>) and shuangdaolide (sdl; <xref ref-type="supplementary-material" rid="SM1">Supplementary Figure S7</xref>) from <italic>Streptomyces</italic> sp. B59 (<xref ref-type="bibr" rid="ref25">Liu Y. et al., 2021</xref>) were transferred to E264&#x0394;BAC::<italic>attB</italic>. No specific peak was detected in the crude extract of E264&#x0394;BAC::<italic>attB</italic>/sdl, whereas a series of specific peaks were observed in the fermentation product of E264&#x0394;BAC::<italic>attB</italic>/rhi, whose molecular weights were consistent with the reported rhizoxins (<xref rid="fig4" ref-type="fig">Figure 4</xref>). Specific peaks a and b with a high proportion were detected at <italic>m/z</italic> 628.3 with <italic>t</italic><sub>R</sub>&#x2009;=&#x2009;13.4&#x2009;min and at <italic>m/z</italic> 642.3 with <italic>t</italic><sub>R</sub>&#x2009;=&#x2009;14.8&#x2009;min. Based on HRMS, the molecular formula of the compound in peak a was established as C<sub>35</sub>H<sub>49</sub>NO<sub>9</sub> (<italic>m/z</italic> 628.3483 [M&#x2009;+&#x2009;H]<sup>+</sup>, calcd 628.3482), which is identical to that of rhizoxins M<sub>1</sub>, Z<sub>2</sub>, and S<sub>2</sub>; peak b may contain rhizoxin M<sub>2</sub> or Z<sub>2</sub> (C<sub>36</sub>H<sub>51</sub>NO<sub>9</sub>, <italic>m/z</italic> 642.3636 [M&#x2009;+&#x2009;H]<sup>+</sup>, calcd 642.3637). In addition to the major peaks, we also observed some specific peaks in a relatively low proportion of the fermentation product of E264&#x0394;BAC::<italic>attB</italic>/rhi. Their MS/MS spectra were similar to peaks a and b, and HRMS suggested that they were also related to known rhizoxins (<xref ref-type="supplementary-material" rid="SM1">Supplementary Table S9</xref>). The BGC of rhizoxin from closely related species was expressed successfully in the host based on strain E264, and the potential of this heterologous expression system still needs to be further developed.</p>
<fig position="float" id="fig4">
<label>Figure 4</label>
<caption>
<p>Organization of the rhizoxin (<italic>rhi</italic>) biosynthesis gene cluster and model for rhizoxin biosynthesis <bold>(A)</bold>, and the fermentation products of E264&#x0394;BAC::attB/rhi <bold>(B)</bold>. GNAT: N-acetyltransferase; KS: ketosynthase, AT: acyl transferase, green oval: ACP, HC: condensation/heterocyclization, A: adenylation, purple oval: PCP, OXY: oxygenase, KR: ketoreductase, DH: dehydratase, MT: C-methyltransferase, TE: thioesterase, B: unknown domain possibly involved in &#x03B2;-branching.</p>
</caption>
<graphic xlink:href="fmicb-13-1073243-g004.tif"/>
</fig>
</sec>
<sec id="sec7">
<title>Cytotoxicity test of disorazol F<sub>2</sub> (<bold>1</bold>)</title>
<p>Owing to the low yield of the original producer So ce12, the cytotoxicity of disorazol F<sub>2</sub> has never been reported in previous studies. In this study, the cytotoxicity of disorazol F<sub>2</sub> (<bold>1</bold>) was evaluated against three human cancer cell lines (HepG2, HCT116, and A549; <xref rid="tab2" ref-type="table">Table 2</xref>). Although one-two orders of magnitude weaker than epoxide disorazols A<sub>1</sub> and A<sub>2</sub> (<xref ref-type="bibr" rid="ref38">Tu et al., 2016</xref>), disorazol F<sub>2</sub> still exhibited potent activity against the tested cell lines with IC<sub>50</sub> values ranging from 0.25 to 3.11&#x2009;nM, one to three orders of magnitude stronger than clinically used doxorubicin or vincristine. The cytotoxicity assay compared with previously reported data (<xref ref-type="bibr" rid="ref19">Irschik et al., 1995</xref>; <xref ref-type="bibr" rid="ref12">Elnakady et al., 2004</xref>; <xref ref-type="bibr" rid="ref17">Hopkins and Wipf, 2009</xref>; <xref ref-type="bibr" rid="ref38">Tu et al., 2016</xref>) suggested that the activity of disorazols is affected by the epoxide at C-9/C-10, which suggests the tailoring enzyme of the disorazol pathway is still a significant task.</p>
<table-wrap position="float" id="tab2">
<label>Table 2</label>
<caption>
<p>Activity of disorazol F<sub>2</sub> (<bold>1</bold>) against human cancer cell lines (IC<sub>50</sub>, nM).</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top">Compounds</th>
<th align="center" valign="top">HepG2</th>
<th align="center" valign="top">HCT116</th>
<th align="center" valign="top">A549</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="top" char=".">F<sub>2</sub> (<bold>1</bold>)</td>
<td align="char" valign="top" char="&#x00B1;">0.25 &#x00B1; 0.01</td>
<td align="char" valign="top" char="&#x00B1;">3.11 &#x00B1; 0.10</td>
<td align="char" valign="top" char="&#x00B1;">2.74 &#x00B1; 0.56</td>
</tr>
<tr>
<td align="left" valign="top" char=".">Vincristine</td>
<td align="char" valign="top" char="&#x00B1;">6.62 &#x00B1; 0.48</td>
<td align="char" valign="top" char="&#x00B1;">50.05 &#x00B1; 3.68</td>
<td align="char" valign="top" char="&#x00B1;">44.28 &#x00B1; 4.55</td>
</tr>
<tr>
<td align="left" valign="top" char=".">Doxorubicin</td>
<td align="char" valign="top" char="&#x00B1;">830 &#x00B1; 119</td>
<td align="char" valign="top" char="&#x00B1;">793 &#x00B1; 90</td>
<td align="char" valign="top" char="&#x00B1;">919 &#x00B1; 35</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p>IC<sub>50</sub> values are calculated from three independent biological replicates.</p>
</table-wrap-foot>
</table-wrap>
</sec>
</sec>
<sec id="sec8" sec-type="discussions">
<title>Discussion</title>
<p>Disorazols are a family of natural products with nanomolar cytotoxicity. However, the difficulties in culture and genetic manipulation of the original producer have limited further study. The heterologous expression system developed in this study efficiently overcomes these problems. This provides a powerful tool for illuminating this fantastic pathway. Heterologous expression in strain E264 indicated that the enzymes catalyzed epoxidation and methylation outside of the gene cluster. The gene cluster of disorazol also possesses some interesting characteristics unusual in classical PKS, such as a missing loading domain in module 1 and repeated ACP domains in module 2, as well as these &#x2018;redundant&#x2019; domains in genes <italic>disB</italic> and <italic>disC</italic>. These interesting points may be elucidated in the near future by expressing domain (s) inactivation or deletion of the disorazol gene cluster with an efficient heterologous host.</p>
<p>This heterologous expression system also provides a platform for producing unnatural disorazol by PKS engineering. Natural products are designed to help producers occupy an ecological niche rather than to help people cure diseases. Therefore, it is effective to improve drug properties of them by increasing structural diversity (<xref ref-type="bibr" rid="ref13">Floss, 2006</xref>). We believe that an increasing number of disorazol derivatives will be generated using this platform, which will promote drug development in this fantastic family.</p>
<p>Finally, myxobacteria are becoming an important source of natural products for drug discovery and still possess enormous biosynthetic potential (<xref ref-type="bibr" rid="ref41">Weissman and M&#x00FC;ller, 2010</xref>; <xref ref-type="bibr" rid="ref1">Bader et al., 2020</xref>). The gene cluster of epothilone, a marketed anti-cancer drug isolated from <italic>Sorangium cellulosum</italic>, was successfully expressed in strain DSM 7029 with higher yields after multiple medium optimization and genome engineering (<xref ref-type="bibr" rid="ref3">Bian et al., 2017</xref>; <xref ref-type="bibr" rid="ref43">Yu et al., 2020</xref>). The heterologous expression system based on strain E264 provides another choice for the exploration of natural products from myxobacteria.</p>
<p>In addition to the advantages mentioned above, some problems must be addressed in this heterologous expression system. First, although strain E264 have been extensively studied in lab, as a class II opportunistic pathogen, potential risks need to be evaluated to ensure safety during large-scale fermentation. Additional measures, such as appropriate containment, are needed to ensure safety, which will significantly increase costs in industrial production. To overcome this problem, the construction of attenuated mutants through genetic engineering may be feasible. Secondly, this study obtained disorazol F<sub>2</sub> rather than A<sub>1</sub>, which might leave the real &#x201C;natural products&#x201D; in the process of expressing other gene clusters. This problem needs to be addressed in other systems. Finally, the expression of shuangdaolide in the host failed, which may have resulted from their phylogenetic relationships. This result indicates that various hosts are required to express gene clusters from different taxa.</p>
<p>In summary, we developed an efficient heterologous expression system based on streamlined <italic>B. thailandensis</italic> E264, in which the disorazol gene cluster was expressed successfully. The yield of the heterologous product, disorazol F<sub>2</sub>, was improved 96-fold using promoter substitution and insertion. The expression of the rhizoxin gene cluster from <italic>Burkholderia rhizoxina</italic> was also successful, whereas no specific peak was detected in the fermentation of the host containing the shuangdaolide gene cluster. Furthermore, the safety and compatibility of the heterologous expression system should be improved.</p>
</sec>
<sec id="sec9" sec-type="materials|methods">
<title>Materials and methods</title>
<sec id="sec10">
<title>Bacterial strains</title>
<p><italic>Burkholderia thailandensis</italic> E264 was purchased from German collection of microorganisms and cell cultures GmbH (DSMZ) and was cultured in low-salt Luria-Bertani medium (1% tryptone, 0.5% yeast extract, 0.1% NaCl) at 37&#x00B0;C. The markerless mutants of strain E264 were established as described in section construction of deletion mutants. <italic>Escherichia coli</italic> GB05-red was used for mediating homologous recombination between a linear and circular DNA molecular (LCHR) while <italic>E. coli</italic> GB05-dir mediating linear plus linear recombination (LLHR). <italic>Escherichia coli</italic> GB05-dir-gyrA462 or GB05-red-gyrA462 were used for constructing plasmids with counterselectable marker CcdB. <italic>Escherichia coli</italic> WM3064 was employed as a conjugal donor (<xref ref-type="bibr" rid="ref10">Dehio and Meyer, 1997</xref>). Unless otherwise specified, the strains of <italic>Escherichia coli</italic> were cultured under the same conditions with strain E264. Tetracycline (Tet) was added to a final concentration of 50&#x2009;&#x03BC;g/ml for selective growth of wild type strain of <italic>B. thailandensis</italic> E264. For mutant E264&#x0394;BAC, antibiotics were added to final concentrations of 30&#x2009;&#x03BC;g/ml kanamycin (Kan) or 5&#x2009;&#x03BC;g/ml gentamicin (Genta) as required, for strains of <italic>E. coli</italic>, the concentrations were 30&#x2009;&#x03BC;g/ml Kan, 100&#x2009;&#x03BC;g/ml ampicillin (Amp) or 15&#x2009;&#x03BC;g/ml chloramphenicol (Cm).</p>
</sec>
<sec id="sec11">
<title>Construction of deletion mutants</title>
<p>The genomic DNA (gDNA) of strain E264 was isolated using phenol &#x2013; chloroform &#x2013; isoamyl alcohol mixture (<xref ref-type="bibr" rid="ref40">Wang et al., 2020</xref>). To obtain markerless mutants, genetic tools developed by Barrett <italic>et al</italic> were modified and applied in this study (<xref ref-type="bibr" rid="ref2">Barrett et al., 2008</xref>). Briefly, about 1&#x2009;kb regions upstream and downstream of targeted genes amplified by PCR using PrimeSTAR&#x00AE; HS DNA polymerase with GC buffer were cloned into vector pBR322-amp-tet-pheS (linearized with restriction enzymes <italic>Xab</italic>I and <italic>Nco</italic>I) by strain GB05-dir. The plasmids with homology arms were introduced into strain E264 by natural transformation (<xref ref-type="bibr" rid="ref15">Garcia, 2017</xref>), and correct clones verified by colony PCR were cultured in LSLB without antibiotic for 12&#x2009;h to eliminate selection marker. The overnight cultures were centrifuged and washed twice with liquid M9G medium (M9 medium of Sangon, Shanghai supplemented with 20&#x2009;mM Glucose), then 50&#x2009;&#x03BC;l cell suspensions were plated on M9G plates supplementing with 0.1% 4-Chloro-D, L-phenylalanine (Sigma-Aldrich) to screen the recombinants with selection marker deletion. Markerless mutants were further verified by colony PCR. To generate mutant E264&#x0394;BAC::<italic>attB</italic>, the sequence of <italic>attB</italic> (GGGTGCCAGGGCGTGCCCTTGGGCTCCCCGGGCGCGTA) was inserted between the homology arms of pBR322-Amp-Tet-pheS-oprC through oligonucleotide synthesis, and the plasmid was introduced into mutant E264&#x0394;BA followed by selection and counterselection successively.</p>
</sec>
<sec id="sec12">
<title>Antibiotic sensitivity test</title>
<p>To make test plates, the overnight cultures (200&#x2009;&#x03BC;l) of strain E264 or E264&#x0394;BAC were mixed with 50&#x2009;ml melted LSLB agar medium. Then, the paper discs containing different antibiotics (HangweiTM, Hangzhou) were placed on the media. The plates were cultured at 37&#x00B0;C overnight to measure the diameter of inhibition zone.</p>
</sec>
<sec id="sec13">
<title>Plasmids construction for promoter characterization</title>
<p>The amp-ccdB cassette flanked with two restriction enzyme <italic>Nde</italic>I sites and about 40&#x2009;bp homology arms was amplified from plasmid p15A-amp-ccdB using primers amp-ccdB-P11-F/R (<xref ref-type="bibr" rid="ref39">Wang et al., 2018</xref>), the PCR product and plasmid p15A-genta-int-attP-P11-firefly (<xref ref-type="bibr" rid="ref31">Ouyang et al., 2020</xref>) were electroporated into <italic>E. coli</italic> GB05-red-gyrA462 expressed recombinases Red&#x03B1;/Red&#x03B2;, which resulted in plasmid p15A-genta-int-attP-amp-ccdB-firefly. Colonies growth on plates supplemented with Amp and Genta were transferred into 1.8&#x2009;ml fresh LB broth with appropriate antibiotics and incubated at 37&#x00B0;C overnight. The plasmid DNA was extracted from the overnight culture and confirmed by restriction analysis.</p>
<p>Promoter Px was amplified using primers PX-F/R with 40&#x2009;bp homology arms, and plasmid p15A-genta-int-attP-amp-ccdB-firefly was linearized with restriction endocuclease <italic>Nde</italic>I. The products of PCR and restriction enzyme digestion were electroporated into <italic>E. coli</italic> GB05-dir expressed recombinases RecE/RecT, which resulted in plasmid p15A-genta-int-attP-Px-firefly.</p>
</sec>
<sec id="sec14">
<title>Luciferase assay</title>
<p>Plasmids with different promoters located upstream of luciferase gene were introduced into E264&#x0394;BAC::<italic>attB</italic> by conjugation mediated by WM3064 (<xref ref-type="bibr" rid="ref10">Dehio and Meyer, 1997</xref>), The expression levels of report gene in transformants were detected by Luciferase Assay System of Promega Corporation. Briefly, 20&#x2009;&#x03BC;l cell lysates prepared according the instruction were mixed with 100&#x2009;&#x03BC;l of Luciferase Assay Reagent, and the light produced by the mixture was quantified by GloMaxTM 96 Microplate Luminometer of Promega Corporation.</p>
</sec>
<sec id="sec15">
<title>Reconstruction of disorazol gene cluster</title>
<p>Cloning vector BAC-cm flanked with <italic>Pac</italic>I/<italic>Hpa</italic>I sites and homology arms was amplified by PCR from plasmid pBeloBAC11 (digested with <italic>Bam</italic>HI and <italic>Hin</italic>dIII) using primers bac-dis-F/R. The products of PCR and plasmid p15A-dis (<xref ref-type="bibr" rid="ref38">Tu et al., 2016</xref>) linearized with <italic>Xba</italic>I were electroporated into <italic>E. coli</italic> GB05-dir, which resulted in plasmid pBAC-cm-dis.</p>
<p>Plasmid p15A-genta-int-attP-Px-firefly was linearized with <italic>Mfe</italic>I, then cassette p15A-genta-int-attP-Px with homology arms was amplified by PCR using primers Px-dis-F/R. The PCR product and linearized plasmid pBAC-cm-dis (digested with <italic>Pac</italic>I and <italic>Hpa</italic>I) were assembled by LLHR mediated by GB05-dir, which resulted in plasmid p15A-genta-int-attP-Px-dis.</p>
<p>To construct plasmids with multiple promoters and improve the yield of disorazol, the strategy of RedEx was employed (<xref ref-type="bibr" rid="ref36">Song et al., 2020</xref>). Breifly, plasmid p15A-genta-int-attP-P46-dis was electroporated into <italic>E. coli</italic> GB05-red-gyrA462, then the cassette 2P-amp-ccdB, dis (17985&#x2013;18044)-<italic>Pac</italic>I-amp-ccdB-<italic>Pac</italic>I-dis (18015&#x2013;18044)-P44-dis (18053&#x2013;18110; the first nucleotide of <italic>disA</italic> was designated as 1), generated by fusion PCR was electroporated into <italic>E. coli</italic> GB-red-gyrA462 with plasmid p15A-genta-int-attP-P46-dis. The cassette 2P-amp-ccdB was inserted upstream of <italic>disB</italic> through LCHR mediated by recombinases Red&#x03B1;/Red&#x03B2; which resulted in plasmid p15A-genta-int-attP-2P-dis-amp-ccdB. The plasmid p15A-genta-int-attP-2P-dis-amp-ccdB was digested with <italic>Pme</italic>I, and 100&#x2009;ng linearized plasmid DNA was treated with 0.2&#x2009;U T4pol (New England BioLabs) in a 20&#x2009;&#x03BC;l reaction at 25&#x00B0;C for 30&#x2009;min, 75&#x00B0;C for 20&#x2009;min, 50&#x00B0;C for 20&#x2009;min and then held at 4&#x00B0;C in a thermocycler. The reaction mixture was electroporated into <italic>E. coli</italic> GB2005 cells after desalting treatment. The recombinant p15A-genta-int-attP-2P-dis (2 promoters) with promoter P44 inserting upstream <italic>disB</italic> was identified with <italic>Kpn</italic>I/<italic>Pme</italic>I restriction analysis.</p>
<p>Utilizing the strategy of RedEX, promoter P17 was inserted upstream of gene <italic>disC</italic> and P46 was inserted upstream of gene <italic>disD</italic> successively, which resulted in plasmid p15A-genta-int-attP-3P-dis (3 promoters) and p15A-genta-int-attP-4P-dis (4 promoters), respectively.</p>
</sec>
<sec id="sec16">
<title>Metabolite extraction, HPLC, and LC&#x2013;MS analyses</title>
<p>Single colonies were inoculated into 2&#x2009;ml Eppendorf tubes containing 1.8&#x2009;ml LB broth supplemented with appropriate antibiotics and incubated at 37&#x00B0;C overnight with shaking at 900&#x2009;rpm. The seed cultures (1%, v/v) were transferred into 50&#x2009;ml&#x2009;M9 broth in 250&#x2009;ml Erlenmeyer flask and incubated at 30&#x00B0;C with shaking at 200&#x2009;rpm for 24&#x2009;h before 2% XAD-16 resin was added, then the incubation was continued for another 48&#x2009;h. The resin was collected by centrifugation and resuspended with 50&#x2009;ml of methanol. The mixtures were shaken at 30&#x00B0;C, 200&#x2009;rpm for 2&#x2009;h. The methanol was removed by evaporation <italic>in vacuo</italic>, and residues were dissolved with 1&#x2009;ml of methanol. After filtering with 0.22&#x2009;&#x03BC;m membrane, the crude extracts were analyzed by UPLC-MS (UltiMate 3,000 UPLC system combined with Bruker amazon SL Ion Trap mass spectrometer). The C18 column (2.1&#x2009;&#x00D7;&#x2009;100&#x2009;mm. 2.2&#x2009;&#x03BC;m, Thermo) was utilized to analyze the crude extracts at a 0.3&#x2009;ml/min flow rate using the following program: 0&#x2013;3&#x2009;min 5% solvent B; 3&#x2013;22&#x2009;min, 5 95% with linear gradient; then, 22&#x2013;25&#x2009;min, 5% solvent B (Solvent A, Milli Q water supplemented with 0.1% formic acid; Solvent B, acetonitrile supplemented with 0.1% formic acid). Mass spectra were acquired in positive ion mode.</p>
</sec>
<sec id="sec17">
<title>Isolation of disorazol F<sub>2</sub> (<bold>1</bold>)</title>
<p>The crude extract from 10&#x2009;L culture of E264&#x0394;BAC::Ptet/<italic>dis</italic> was fractionated with Sephadex LH-20 column (GE Healthcare) chromatography using MeOH as a mobile phase. Fractions containing F<sub>2</sub> (<bold>1</bold>) were combined and further purified by semipreparative reverse-phase HPLC (Agilent ZORBAX SB-C18 column, 250&#x2009;&#x00D7;&#x2009;9.4&#x2009;mm, 5&#x2009;&#x03BC;m; gradient elution 0&#x2013;2&#x2009;min, 64% ACN; 2&#x2013;17&#x2009;min, 64&#x2013;90% ACN; 17&#x2013;22&#x2009;min, 95% ACN, 22&#x2013;25&#x2009;min, 64% ACN; 2.5&#x2009;ml/min). Finally, 1.5&#x2009;mg of disorazol F<sub>2</sub> (<bold>1</bold>) was obtained with retention time at 15.1&#x2009;min.</p>
</sec>
<sec id="sec18">
<title>Quantitative analysis of disorazol F<sub>2</sub> (<bold>1</bold>)</title>
<p>The standard curve of disorazol F<sub>2</sub> (<bold>1</bold>) was established by measuring the area of absorption spectrum at UV 280&#x2009;nm containing 0.05, 0.1, 0.2, 0.5 and 1.0&#x2009;mg/ml disorazol F<sub>2</sub> (<bold>1</bold>). The yield of disorazol F<sub>2</sub> (<bold>1</bold>) was determined by reference to the standard curve.</p>
</sec>
</sec>
<sec id="sec19" sec-type="data-availability">
<title>Data availability statement</title>
<p>The datasets presented in this study can be found in online repositories. The accession number for the RNA-Seq data in this paper is GEO: PRJNA889572.</p>
</sec>
<sec id="sec20">
<title>Author contributions</title>
<p>XX, XB, YZ, and Z-JW: designed research. XX, Z-JW and XL: performed research. HZ, YL, LZ, XW, QT, LH, FY, LG, RM, XB, and YZ: analyzed data. Z-JW, XX, HZ, and XB: wrote the paper. All authors contributed to the article and approved the submitted version.</p>
</sec>
<sec id="sec21" sec-type="funding-information">
<title>Funding</title>
<p>This work was supported by the National Key R&#x0026;D Program of China (2021YFC2100500, 2019YFA0905700, 2019YFA09004000), the National Natural Science Foundation of China (32161133013, 32070060, 32100052, and 32170038), the Shandong Provincial Natural Science Foundation of China (ZR2019JQ11, ZR2019ZD18, and ZR2019ZD30), the 111 project (B16030), Youth Interdisciplinary Innovative Research Group of SDU (2020QNQT009), and the China Postdoctoral Science Foundation (2020M682169).</p>
</sec>
<sec id="conf1" sec-type="COI-statement">
<title>Conflict of interest</title>
<p>The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
<sec id="sec100" sec-type="disclaimer">
<title>Publisher&#x2019;s note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec>
</body>
<back>
<ack>
<p>The authors thank Haiyan Sui, Xiangmei Ren, Zhifeng Li, Jingyao Qu, and Jing Zhu of the State Key Laboratory of Microbial Technology of Shandong University for their help and guidance within NMR, LC, and HPLC-HRMS.</p>
</ack>
<sec id="sec23" sec-type="supplementary-material">
<title>Supplementary material</title>
<p>The Supplementary material for this article can be found online at: <ext-link xlink:href="https://www.frontiersin.org/articles/10.3389/fmicb.2022.1073243/full#supplementary-material" ext-link-type="uri">https://www.frontiersin.org/articles/10.3389/fmicb.2022.1073243/full#supplementary-material</ext-link></p>
<supplementary-material xlink:href="Data_Sheet_1.docx" id="SM1" mimetype="application/vnd.openxmlformats-officedocument.wordprocessingml.document" xmlns:xlink="http://www.w3.org/1999/xlink"/>
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